{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                   日期  GDP增速      季度\n",
      "调整日期                                \n",
      "2024-10-01 2024-10-18    4.6  2024Q4\n",
      "2024-07-01 2024-07-15    4.7  2024Q3\n",
      "2024-04-01 2024-04-16    5.3  2024Q2\n",
      "2024-01-01 2024-01-17    5.2  2024Q1\n",
      "2023-10-01 2023-10-18    4.9  2023Q4\n",
      "2023-07-01 2023-07-17    6.3  2023Q3\n",
      "2023-04-01 2023-04-18    4.5  2023Q2\n",
      "2023-01-01 2023-01-17    2.9  2023Q1\n",
      "2022-10-01 2022-10-24    3.9  2022Q4\n",
      "2022-07-01 2022-07-15    0.4  2022Q3\n",
      "            GDP增速\n",
      "2024-12-27    NaN\n",
      "2024-12-28    NaN\n",
      "2024-12-29    NaN\n",
      "2024-12-30    NaN\n",
      "2024-12-31    NaN\n",
      "2025-01-01    NaN\n",
      "2025-01-02    NaN\n",
      "2025-01-03    NaN\n",
      "2025-01-04    NaN\n",
      "2025-01-05    NaN\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import akshare as ak\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import datetime\n",
    "\n",
    "# 获取当前日期\n",
    "end_date = datetime.datetime.now()\n",
    "end_date_str = end_date.strftime('%Y%m%d')\n",
    "\n",
    "# 获取十年国债收益率数据\n",
    "yield_ary = [\n",
    "  ak.bond_china_yield(start_date='20140101', end_date='20141231'),\n",
    "  ak.bond_china_yield(start_date='20150101', end_date='20151231'),\n",
    "  ak.bond_china_yield(start_date='20160101', end_date='20161231'),\n",
    "  ak.bond_china_yield(start_date='20170101', end_date='20171231'),\n",
    "  ak.bond_china_yield(start_date='20180101', end_date='20181231'),\n",
    "  ak.bond_china_yield(start_date='20190101', end_date='20191231'),\n",
    "  ak.bond_china_yield(start_date='20200101', end_date='20201231'),\n",
    "  ak.bond_china_yield(start_date='20210101', end_date='20211231'),\n",
    "  ak.bond_china_yield(start_date='20220101', end_date='20221231'),\n",
    "  ak.bond_china_yield(start_date='20230101', end_date='20231231'),\n",
    "  ak.bond_china_yield(start_date='20240101', end_date='20241231'),\n",
    "  ak.bond_china_yield(start_date='20250101', end_date=end_date_str)\n",
    "]\n",
    "\n",
    "bond_yield = pd.concat(yield_ary, ignore_index=True)\n",
    "bond_yield = bond_yield.loc[bond_yield['曲线名称'] == '中债国债收益率曲线', ['日期', '10年']]\n",
    "bond_yield['日期'] = pd.to_datetime(bond_yield['日期'])\n",
    "bond_yield.set_index('日期', inplace=True)\n",
    "\n",
    "# 获取中国 GDP 数据\n",
    "gdp_data = ak.macro_china_gdp_yearly()  # 获取 GDP 增速 数据\n",
    "gdp_data = gdp_data[['日期', '今值']]\n",
    "gdp_data.rename(columns={'今值': 'GDP增速'}, inplace=True)\n",
    "gdp_data['日期'] = pd.to_datetime(gdp_data['日期'])\n",
    "\n",
    "# 1. 剔除掉为 NaN 的数据\n",
    "gdp_data = gdp_data.dropna(subset=['GDP增速'])\n",
    "\n",
    "# 2. 取每个季度最后一次有效的 GDP 增速数据\n",
    "gdp_data['季度'] = gdp_data['日期'].dt.to_period('Q')  # 创建季度列\n",
    "gdp_data = gdp_data.sort_values('日期', ascending=False)  # 按日期降序排序\n",
    "gdp_data = gdp_data.drop_duplicates(subset=['季度'], keep='first')  # 保留每个季度最后一次有效数据\n",
    "\n",
    "# 3. 如果某个季度内所有数据为 NaN，才删除该季度\n",
    "gdp_data = gdp_data[gdp_data['GDP增速'].notna()]\n",
    "\n",
    "# 计算每个季度的第一天\n",
    "gdp_data['调整日期'] = gdp_data['日期']\n",
    "gdp_data['调整日期'] = gdp_data['调整日期'].apply(lambda x: x.replace(day=1))  # 设置为上一季度的第一天\n",
    "\n",
    "# 确保索引唯一并设置索引\n",
    "gdp_data.set_index('调整日期', inplace=True)\n",
    "print(gdp_data.head(10))\n",
    "\n",
    "# 将 GDP 数据扩展为日频（仅限有效日期范围）\n",
    "gdp_last_quarter = pd.date_range(start=gdp_data.index.min(), end=end_date, freq='D')  # 包含最后一个季度的所有日期\n",
    "gdp_daily = gdp_data[['GDP增速']].reindex(gdp_last_quarter, method='ffill')  # 填充日期范围内的所有数据\n",
    "\n",
    "# 打印最后 10 行数据\n",
    "print(gdp_daily.tail(10))\n",
    "\n",
    "# 对齐十年国债收益率的时间范围\n",
    "start_date = bond_yield.index.min()\n",
    "end_date = bond_yield.index.max()\n",
    "gdp_daily = gdp_daily.loc[start_date:end_date]\n",
    "\n",
    "# 绘图\n",
    "fig, ax1 = plt.subplots(figsize=(12, 6))\n",
    "\n",
    "# 左侧 Y 轴：十年国债收益率\n",
    "ax1.plot(bond_yield.index, bond_yield['10年'], label='十年国债收益率', color='blue')\n",
    "ax1.set_xlabel(\"日期\")\n",
    "ax1.set_ylabel(\"十年国债收益率（%）\", color='blue')\n",
    "ax1.tick_params(axis='y', labelcolor='blue')\n",
    "ax1.grid(axis='y', linestyle='--', alpha=0.7)\n",
    "\n",
    "# 右侧 Y 轴：GDP 增速\n",
    "ax2 = ax1.twinx()\n",
    "ax2.plot(gdp_daily.index, gdp_daily['GDP增速'], label='GDP增速（季度数据按日填充）', color='red', alpha=0.7)\n",
    "ax2.set_ylabel(\"GDP增速（%）\", color='red')\n",
    "ax2.tick_params(axis='y', labelcolor='red')\n",
    "\n",
    "# 添加每季度的虚线，调整为每季度第一天\n",
    "quarter_dates = pd.date_range(start=start_date, end=end_date, freq='QS')  # 使用 'QS' 获取每个季度的第一天\n",
    "for date in quarter_dates:\n",
    "    # 绘制每个季度的第一天虚线\n",
    "    ax1.axvline(x=date, color='gray', linestyle='--', linewidth=0.8, alpha=0.6)\n",
    "\n",
    "# 添加今天的虚线\n",
    "ax1.axvline(x=end_date, color='green', linestyle='-', linewidth=1.2, label='今天')\n",
    "\n",
    "# 设置时间刻度为季度的第一天（并添加最后一天作为标签）\n",
    "time_ticks = [date for date in quarter_dates] + [end_date]\n",
    "ax1.set_xticks(time_ticks)\n",
    "\n",
    "# 设置时间刻度标签，格式为季度的第一天（YYYY-MM-DD）\n",
    "time_labels = [date.strftime('%Y-%m-%d') for date in time_ticks]\n",
    "ax1.set_xticklabels(time_labels, rotation=90)\n",
    "\n",
    "# 添加标题和图例\n",
    "fig.suptitle(\"十年国债收益率与GDP增速对比\", fontsize=16)\n",
    "fig.legend(loc=\"upper left\", bbox_to_anchor=(0.1, 0.9))\n",
    "plt.show()\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.0"
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 "nbformat": 4,
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